000 03674nam a22005055i 4500
001 978-3-540-75402-2
003 DE-He213
005 20161121230544.0
007 cr nn 008mamaa
008 100301s2008 gw | s |||| 0|eng d
020 _a9783540754022
_9978-3-540-75402-2
024 7 _a10.1007/978-3-540-75402-2
_2doi
050 4 _aRC1-1245
072 7 _aMJ
_2bicssc
072 7 _aMED045000
_2bisacsh
082 0 4 _a616
_223
100 1 _aOgiela, Marek R.
_eauthor.
245 1 0 _aModern Computational Intelligence Methods for the Interpretation of Medical Images
_h[electronic resource] /
_cby Marek R. Ogiela, Ryszard Tadeusiewicz.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2008.
300 _aVII, 209 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v84
505 0 _aSources of medical images and their general characteristics -- Compressing medical images and storing them in medical databases -- Preprocessing medical images and their overall enhancement -- Algorithms and methods for the goal-oriented processing of medical images -- Pattern recognition, clustering and classification applied to selected medical images -- Automatic understanding of medical images as a new paradigm for advanced computer aiding of medical investigations -- Image understanding methods applied to medical diagnostics.
520 _aA detailed description of up-to-date methods used for computer processing and interpretation of medical images is given. The scope of the book include images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding In introduction general overview of the computer vision methods designed for medical images is presented. Next sources of medical images are presented with their general characteristics. Both traditional (like X-ray) and very modern (like PET) sources of medical images are presented. The main emphasis is placed on such properties of medical images given by particular medical imaging methods which are important form the point of view of its computer processing, analysis and recognition. The consecutive parts of the book describes compression and processing methods, including many methods developed by authors especially for medical images. After parts describing analysis and recognition of medical images come most important part, in which the new method of automatic understanding of medical images is given. This new method of image interpretation, described in previous works of the same authors with applications for simple 2D images now is generalized for 3D images and for complex medical images with many objects observed and with complicated relations between these objects.
650 0 _aMedicine.
650 0 _aInternal medicine.
650 0 _aArtificial intelligence.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 1 4 _aMedicine & Public Health.
650 2 4 _aInternal Medicine.
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aTadeusiewicz, Ryszard.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540753995
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v84
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-540-75402-2
912 _aZDB-2-ENG
950 _aEngineering (Springer-11647)
999 _c500509
_d500509